{"id":"W2158907124","doi":"10.1016/j.ncl.2014.12.008","title":"Management of Asymptomatic Carotid Stenosis","year":2015,"lang":"en","type":"review","venue":"Neurologic Clinics","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Asymptomatic; Transcranial Doppler; Carotid endarterectomy; Stenosis; Radiology; Stroke (engine); Positron emission tomography; Embolus; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005554881,0.001097598,0.002061635,0.003531603,0.0003639608,0.001412218,0.001106497,0.001358378,0.002825847],"category_scores_gemma":[0.001881962,0.0003320799,0.00102687,0.001918636,0.0005127501,0.001279744,0.0008622018,0.001663775,0.001073833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805088,"about_ca_system_score_gemma":0.001123228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664694,"about_ca_topic_score_gemma":0.003649519,"domain_scores_codex":[0.9995642,0.00007579507,0.0001062611,0.00007608387,0.0001383061,0.00003926541],"domain_scores_gemma":[0.9994535,0.0002946423,0.0001145068,0.00001117186,0.00008730582,0.00003889287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008764667,0.00007543232,0.0009465633,0.02580321,0.0002314105,0.001449012,0.00007430195,0.0003027334,0.0005481842,0.0006962836,0.02575367,0.9440316],"study_design_scores_gemma":[0.0002792045,0.000395849,0.01168682,0.08656952,0.002997421,0.04032762,0.0004765983,0.0006995935,0.0008562779,0.003995435,0.8515373,0.0001783802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001558691,0.9988886,0.0001119793,0.00016931,0.000146897,0.000003805674,0.00001067527,0.000006018377,0.0005069253],"genre_scores_gemma":[0.001828646,0.9966704,0.0002544635,0.0004493755,0.0005019324,0.000006805985,0.00004634302,0.000001926811,0.000240229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003531603,"threshold_uncertainty_score":0.009453416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08443771511979603,"score_gpt":0.3742067637070113,"score_spread":0.2897690485872152,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}